Emergency departments;
epidemiology;
seasonal influenza;
surveillance;
Google flu trends;
DIAGNOSES;
D O I:
10.1017/S0950268813003464
中图分类号:
R1 [预防医学、卫生学];
学科分类号:
1004 ;
120402 ;
摘要:
We evaluated syndromic indicators of influenza disease activity developed using emergency department (ED) data - total ED visits attributed to influenza-like illness (ILI) ('ED ILI volume') and percentage of visits attributed to ILI ('ED ILI percent') - and Google flu trends (GFT) data (ILI cases/100000 physician visits). Congruity and correlation among these indicators and between these indicators and weekly count of laboratory-confirmed influenza in Manitoba was assessed graphically using linear regression models. Both ED and GFT data performed well as syndromic indicators of influenza activity, and were highly correlated with each other in real time. The strongest correlations between virological data and ED ILI volume and ED ILI percent, respectively, were 0.77 and 0.71. The strongest correlation of GFT was 0.74. Seasonal influenza activity may be effectively monitored using ED and GFT data.
机构:
Statistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los AlamosStatistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los Alamos
Burr T.
Graves T.
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Statistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los AlamosStatistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los Alamos
Graves T.
Klamann R.
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Statistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los AlamosStatistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los Alamos
Klamann R.
Michalak S.
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Statistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los AlamosStatistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los Alamos
Michalak S.
Picard R.
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Statistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los AlamosStatistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los Alamos
Picard R.
Hengartner N.
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机构:
Discrete Simulation Sciences, Mail Stop M997, Los Alamos National Laboratory, Los AlamosStatistical Sciences, Mail Stop F600, Los Alamos National Laboratory, Los Alamos
机构:
Arizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ USA
Patterson-Lomba, Oscar
Van Noort, Sander
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机构:
Gulbenkian Inst Sci, Oeiras, PortugalArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ USA
Van Noort, Sander
Cowling, Benjamin J.
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机构:
Univ Hong Kong, Li Ka Shing Fac Med, Sch Publ Hlth, Hong Kong, Hong Kong, Peoples R ChinaArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ USA
Cowling, Benjamin J.
Wallinga, Jacco
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Natl Inst Publ Hlth & Environm, Ctr Infect Dis Control, NL-3720 BA Bilthoven, NetherlandsArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ USA
Wallinga, Jacco
Gomes, M. Gabriela M.
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h-index: 0
机构:
Gulbenkian Inst Sci, Oeiras, PortugalArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ USA
Gomes, M. Gabriela M.
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Lipsitch, Marc
Goldstein, Edward
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Harvard Univ, Sch Publ Hlth, Ctr Communicable Dis Dynam, Dept Epidemiol, Boston, MA 02115 USAArizona State Univ, Sch Human Evolut & Social Change, Math Computat & Modeling Sci Ctr, Tempe, AZ USA
机构:
Hunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia
Univ Newcastle, Newcastle, NSW, AustraliaHunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia
Hope, Kirsty G.
Merritt, Tony D.
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机构:
Hunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia
Univ Newcastle, Newcastle, NSW, AustraliaHunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia
Merritt, Tony D.
Durrheim, David N.
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Hunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia
Univ Newcastle, Newcastle, NSW, AustraliaHunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia
Durrheim, David N.
Massey, Peter D.
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机构:
Hunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia
Univ Newcastle, Newcastle, NSW, AustraliaHunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia
Massey, Peter D.
Kohlhagen, Julie K.
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Hunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, AustraliaHunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia
Kohlhagen, Julie K.
Todd, Kerry W.
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Hunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, AustraliaHunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia
Todd, Kerry W.
D'Este, Catherine A.
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h-index: 0
机构:
Univ Newcastle, Newcastle, NSW, AustraliaHunter New England Populat Hlth Unit, Locked Bag 10, Wallsend, NSW 2287, Australia